Guided AI Transformation
Your business wasn't built on shortcuts.
We find where AI fits your business — then build it with you.
Start with a ConversationWe find where AI fits your business — then build it with you.
Start with a ConversationSpeed without direction is just expensive confusion.
The pressure is building. Competitors might be adopting it. Customers might start expecting it. But nothing you've tried has changed how your business operates.
You've been cold-emailed by vendors promising to 10x your revenue. Maybe you hired someone who delivered a chatbot nobody uses. You're right to be sceptical.
You can't delegate “understand AI” to your team because nobody on the team knows either. The decision sits with you.
This isn’t panic — it’s the slow-building kind of urgency. You know the window is narrowing. You just don’t know what acting looks like.
“You don't need to understand AI. You need someone who does — who also understands business.”
— Khali, founder of Alchymie
Khali began as a software engineer at ThoughtWorks — eight years across Melbourne, Bangalore, San Francisco, and Sydney. Then part of Vodafone's Digital Leadership Team — leading 100 people across six teams: online sales up 200%, employee engagement from 43% to 63% in six months, NPS from negative to positive in a year. Then trained as a leadership coach and spent years working at the human layer — where technology adoption actually succeeds or fails.
That combination is rare. Research confirms what experience already shows: 70% of AI value comes from how people and processes change around the technology — only 10% from the algorithms themselves. Most AI consultants either think strategically but don't build, or build but can't shape the architecture around how the people will actually use it. The difference shows up in whether the thing gets adopted — or sits unused in a corner of the business.
About Khali →
We build in three layers, each preparing the ground for the next.
We start where the gains are clearest. Work moves faster and your team gets their attention back. That creates momentum and trust.
With operations running, we add the data layer — so you can see what's actually driving results, where the real leverage is, and what to do next.
With that foundation solid, we ask the bigger question: not just how to run the business better, but how to build the business you most want to be running.
“We bring experience. And the discipline to design for your problem, not the last one we solved.”
— Khali, founder of Alchymie
Your mental model of AI was probably formed in 2022. What exists in 2026 is not an upgrade — it's a different category of capability. And the economics now favour any business, not just those with large tech budgets.
What makes this harder to dismiss than previous technology waves: these agents don't work alone. In early 2026, sixteen AI agents collaborated to build a 100,000-line software project from scratch — coordinated by a single orchestrating agent, no human directing the work. Each handling hours of complex tasks independently. The 12-hour task horizon above is per agent. When they work in parallel, total capacity multiplies.
The businesses competing well in 2028 are deciding now. The hard part isn't moving fast — it's moving in the right direction.
In a moment when every business is reaching for AI tools, the differentiator is not access — it's understanding. We start with your business, not a technology stack. Understanding it deeply enough to know where AI creates real value, and where it doesn't.
Alchemy was never about turning lead into gold. It was about transformation through understanding — knowing your material deeply enough to reveal what it could become.
That's how we approach your business. Not with a toolkit of AI solutions looking for problems, but with the patience to understand what you've built and the judgement to know how AI can make it better.
A 30-minute conversation about your business and where AI might fit. No pitch, no obligation. Just clarity.
Start with a Conversation